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De-identifying Spanish medical texts - named entity recognition applied to radiology reports.

Irene Pérez-DíezRaúl Pérez-MoragaAdolfo López-CerdánJose-Maria Salinas-SerranoMaría de la Iglesia-Vayá
Published in: Journal of biomedical semantics (2021)
The strategy proposed, combining named entity recognition tasks with randomization of entities, is suitable for Spanish radiology reports. It does not require a big training corpus, thus it could be easily extended to other languages and medical texts, such as electronic health records.
Keyphrases
  • electronic health record
  • adverse drug
  • artificial intelligence
  • healthcare
  • big data
  • clinical decision support
  • working memory
  • machine learning
  • emergency department
  • virtual reality
  • deep learning